For the results in the first row, the weights of the entire network were initialized randomly, then optimized. In the second row, the weights were initialized using autoencoders...

RevBayes example file for analysis shown in Figure 1.b.

Social networks and the correct prediction of film award winners.

Marie Skłodowska-Curie Individual Fellowship 2017 (funded) The aim of this proposal is to develop statistical methods for inference of demography and adaptation from genetic...

The solid orange lines show the share of the simulations for which the Hausman test does not reject, at the 90% confidence level, the null hypothesis that both RE and FE...

MIDER toolbox. This compressed file contains the MIDER toolbox, which is implemented in Matlab. It includes all the datasets used in this article, the source code of the MIDER...

Workers tasks mean that these tasks are pure manual and performed by humans [45].

Abbreviations: CC, cubic centimeter; FWE, family-wise error; FDR, false discovery rate; FWHM, full-width at half-maximum; RESEL, resolution element. The conditional item which...

We evaluate the results in three ways, using the relative error of the estimates: |Nest − Ntrue|/Ntrue. First, for each test demography, we average the statistics for each...

Simple case-selection algorithms.

Characteristics of the replication test sample.

P values<0.10 bolded.

Given the amount of knowledge and data accruing in the neurosciences, is it time to formulate a general principle for neuronal dynamics that holds at evolutionary,...

Academic article descriptive statistics.

RevBayes example file for analysis shown in Figure 2.

Some redundant task were identified, but still not confirmed: {A_SUBMITTED, A_PARTLYSUBMITTED} and {A_APPROVED, A_REGISTERED, A_ACTIVATED} [45].

Results show that the average inferences computed by the quantum-like BN were statistically significant for a confidence interval of 95%.

Tabular dataset of behavioral data in the hidden state foraging task. The data is stored as a unique table, with one row per "attempt", i.e. a poke for mice and a tap...

The red line shows the MSE from the errors in the marginal effect estimates from RE estimation. The blue and green lines shows the same for FE estimation and WB approach,...

Out of 1000 demographies (160,000 datasets total), 75% were used for training and 25% for testing. In this scenario, deep learning generally outperforms ABCtoolbox, as measured...